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Information × Registration Number 2124U004690, Article popup.category Препринт Title popup.author Tsalyk Markiian popup.publication 01-01-2024 popup.source_user Український католицький університет popup.source https://hdl.handle.net/20.500.14570/4836 popup.publisher Description In an era with vast amounts of multimedia content, efficient and intuitive search mechanisms are crucial for users to navigate the abundance of options effectively. The methodology developed in this thesis leverages recent advances in natural lan- guage processing and artificial intelligence to provide a more intuitive and effective movie search experience. This work presents the RAG-based movie search system’s design, implementation, and evaluation, highlighting its effectiveness in providing explainable search results and enhancing user satisfaction. The findings of the pro- posed solution contribute to the advancement of search technologies and pave the way for more intuitive and user-centric information retrieval systems in diverse mul- timedia domains. popup.nrat_date 2025-05-09 Close